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71 search results found

Gorgonia ⭐ 5,330

Gorgonia is a library that helps facilitate machine learning in Go.

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Neuralnetwork.net ⭐ 472

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

Ai Simplest Network ⭐ 317

The simplest form of an artificial neural network explained and demonstrated.

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Organization Overview ⭐ 310

👇 Overview of all the resources of BRIIM: JavaScript in Machine Learning

Deep Learning Dynamics Paper List ⭐ 183

This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.

Ml Course ⭐ 168

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

Machine_learning_2018 ⭐ 146

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

Raytracer.jl ⭐ 121

Differentiable RayTracing in Julia

Awesome Machine Learning Deep Learning Mathematics ⭐ 110

A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

30 Days Of Ml Kaggle ⭐ 93

Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Machinelearninglab ⭐ 80

Some experiments about Machine Learning

Flatiron School Data Science Curriculum Resources ⭐ 75

Lesson material on data science and machine learning topics/concepts

Nn Scratch ⭐ 74

Coding up a Neural Network Classifier from Scratch

Physical Gradient Descent ⭐ 69

Code for https://fosterelli.co/executing-gradient-descent-o

Linear Regression Gradient Descent ⭐ 66

⭐️ Linear Regression with Gradient Descent in JavaScript (Unvectorized, Visualized)

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

Machine Learning In Python Workshop ⭐ 54

My workshop on machine learning using python language to implement different algorithms

Machine_learning_course ⭐ 44

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)

Simple Linear Regression Notebook ⭐ 35

Simple demo of linear regression built with numpy in a jupyter notebook.

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

Linear Regression ⭐ 33

Linear regression implemented in Ruby.

Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradient Descent

Text Analysis ⭐ 32

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)

Variational Inference in Gaussian Mixture Model

Code for IoT Journal paper title 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'

Swift Tensor Extensions for Machine-learning

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

Machine Learning Regression ⭐ 25

Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniques like ridge, lasso, and gradient descent for optimization in Python

Mathematics For Machine Learning And Data Science Specialization ⭐ 25

Non-credit online course by DeepLearning.AI

Ml Optimizers Jax ⭐ 23

Toy implementations of some popular ML optimizers using Python/JAX

Machine Learning Research Papers ⭐ 22

Collection of machine learning research paper references

Sparsegdlibrary ⭐ 21

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

Gradient Descent Algorithms ⭐ 19

A collection of various gradient descent algorithms implemented in Python from scratch

Machine Learning Framework

Ml_from_scratch ⭐ 16

Implementation of basic ML algorithms from scratch in python...

Interactive Simple Linear Regression ⭐ 14

A PureScript, browser-based implementation of simple linear regression.

Multivariate Linear Regression Gradient Descent Javascript ⭐ 13

⭐️ Multivariate Linear Regression with Gradient Descent in JavaScript (Vectorized)

Machinelearning ⭐ 13

From linear regression towards neural networks...

Logistic Regression Gradient Descent Javascript ⭐ 12

⭐️ Logistic Regression with Gradient Descent in JavaScript

Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.

Low level C++ neural network engine. The engine provides a huge flexibility in creating neural networks. It also gives an ability for performance optimisations.

Movie Recommendation ⭐ 9

Self Driving Robot Using Neural Network ⭐ 9

This project introduces the autonomous robot which is a scaled down version of actual self-driving vehicle and designed with the help of neural network. The main focus is on building autonomous robot and train it on a designed track with the help of neural network so that it can run autonomously without a controller or driver on that specific track. The robot will stream the video to laptop which will then take decisions and send the data to raspberry pi which will then control the robot using m

Univariate Linear Regression Gradient Descent Javascript ⭐ 9

⭐️ Univariate Linear Regression with Gradient Descent in JavaScript (Vectorized)

Linear Region Attack ⭐ 8

A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturbations without doing gradient descent

A Minimalist Machine Learning Library written in Swift

A collection of algorithms done in JavaScript with visual demos

Linearsvmclassification ⭐ 8

Forest cover type classification/detection using linear support vector machine implemented with gradient descent (from scratch)

Multi Classification Logistic Regression Gradient Descent Javascript ⭐ 8

⭐️ Multi-Class Classification Logistic Regression with Gradient Descent in JavaScript

Neural Networks in Java 8 with CuDNN and Aparapi

Machine_learning ⭐ 7

Machine Learning - Coursera.org

Ml Incr Binary Classification ⭐ 6

Incrementally perform binary classification using stochastic gradient descent (SGD).

Traffic Light Detection ⭐ 6

Real time traffic light detection using Machine Learning

Learning_to_learn ⭐ 6

Learning to learn by gradient descent by gradient descent, Andrychowicz et al., NIPS 2016

Python machine learning library using powerful numerical optimization methods.

Optimisation Algorithms ⭐ 6

A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning

Logistic_regression_numpy ⭐ 6

A logistic regressor class written in python, with the testing code against an example dataset.

Ml Incr Sgd Regression ⭐ 6

Online regression via stochastic gradient descent (SGD).

Animated Gradient Descent ⭐ 6

Animation of how Gradient Descent finds the local minimum. Demonstrate how learning rate and starting points affect Gradient Descent.

Gradient Descent Optimization ⭐ 5

a python script of a function summarize some popular methods about gradient descent

Ultrametric Fitting ⭐ 5

Ultrametric Fitting by Gradient Descent

Mathematics For Machine Learning And Data Science Specialization ⭐ 5

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

Kfestimate.jl ⭐ 5

Julia package for KF and EKF parameter estimation using Automatic Differentiation

A Z Machine Learning ⭐ 5

This repository contains the code related to machine learning knowledge. Each code has been provided from start to end with systematical vew of each concept that you will need in your journey of learning ML.

Qubic_engine ⭐ 5

Collection of C++ based algorithms on numerics, statistics, control, reinforcement learning, machine learning and robotics

Exercise Breast Cancer ⭐ 5

Python feed-forward neural network to predict breast cancer. Trained using stochastic gradient descent in combination with backpropagation.

A Python package for content-based audio retrieval with text queries.

Coursera Machine Learning And Practice ⭐ 5

A study recording of Coursera's Machine Learning by Andrew Ng, but added some practices for reinforceing learning.

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